Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 953 |
| Missing cells | 145 |
| Missing cells (%) | 0.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 178.8 KiB |
| Average record size in memory | 192.1 B |
Variable types
| Text | 5 |
|---|---|
| Numeric | 17 |
| Categorical | 2 |
in_apple_charts is highly overall correlated with in_spotify_charts | High correlation |
in_apple_playlists is highly overall correlated with in_spotify_playlists | High correlation |
in_deezer_charts is highly overall correlated with in_spotify_charts | High correlation |
in_spotify_charts is highly overall correlated with in_apple_charts and 1 other fields | High correlation |
in_spotify_playlists is highly overall correlated with in_apple_playlists and 1 other fields | High correlation |
released_year is highly overall correlated with in_spotify_playlists | High correlation |
in_shazam_charts has 50 (5.2%) missing values | Missing |
key has 95 (10.0%) missing values | Missing |
in_spotify_charts has 405 (42.5%) zeros | Zeros |
in_apple_playlists has 23 (2.4%) zeros | Zeros |
in_apple_charts has 100 (10.5%) zeros | Zeros |
in_deezer_charts has 558 (58.6%) zeros | Zeros |
acousticness_% has 60 (6.3%) zeros | Zeros |
instrumentalness_% has 866 (90.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-22 19:24:50.824581 |
|---|---|
| Analysis finished | 2024-09-22 19:25:18.028728 |
| Duration | 27.2 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
track_name
Text
| Distinct | 943 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 KiB |
Length
| Max length | 123 |
|---|---|
| Median length | 68 |
| Mean length | 17.116474 |
| Min length | 2 |
Characters and Unicode
| Total characters | 16312 |
|---|---|
| Distinct characters | 85 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 933 ? |
|---|---|
| Unique (%) | 97.9% |
Sample
| 1st row | Seven (feat. Latto) (Explicit Ver.) |
|---|---|
| 2nd row | LALA |
| 3rd row | vampire |
| 4th row | Cruel Summer |
| 5th row | WHERE SHE GOES |
| Value | Count | Frequency (%) |
| 95 | 3.2% | |
| the | 78 | 2.6% |
| feat | 61 | 2.0% |
| with | 46 | 1.5% |
| you | 40 | 1.3% |
| me | 39 | 1.3% |
| i | 35 | 1.2% |
| a | 26 | 0.9% |
| of | 25 | 0.8% |
| love | 24 | 0.8% |
| Other values (1499) | 2530 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2052 | 12.6% | |
| e | 1355 | 8.3% |
| o | 910 | 5.6% |
| a | 890 | 5.5% |
| i | 796 | 4.9% |
| r | 697 | 4.3% |
| t | 665 | 4.1% |
| n | 628 | 3.8% |
| s | 536 | 3.3% |
| l | 457 | 2.8% |
| Other values (75) | 7326 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16312 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2052 | 12.6% | |
| e | 1355 | 8.3% |
| o | 910 | 5.6% |
| a | 890 | 5.5% |
| i | 796 | 4.9% |
| r | 697 | 4.3% |
| t | 665 | 4.1% |
| n | 628 | 3.8% |
| s | 536 | 3.3% |
| l | 457 | 2.8% |
| Other values (75) | 7326 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16312 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2052 | 12.6% | |
| e | 1355 | 8.3% |
| o | 910 | 5.6% |
| a | 890 | 5.5% |
| i | 796 | 4.9% |
| r | 697 | 4.3% |
| t | 665 | 4.1% |
| n | 628 | 3.8% |
| s | 536 | 3.3% |
| l | 457 | 2.8% |
| Other values (75) | 7326 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16312 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2052 | 12.6% | |
| e | 1355 | 8.3% |
| o | 910 | 5.6% |
| a | 890 | 5.5% |
| i | 796 | 4.9% |
| r | 697 | 4.3% |
| t | 665 | 4.1% |
| n | 628 | 3.8% |
| s | 536 | 3.3% |
| l | 457 | 2.8% |
| Other values (75) | 7326 |
artist(s)_name
Text
| Distinct | 645 |
|---|---|
| Distinct (%) | 67.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 KiB |
Length
| Max length | 123 |
|---|---|
| Median length | 69 |
| Mean length | 16.285414 |
| Min length | 1 |
Characters and Unicode
| Total characters | 15520 |
|---|---|
| Distinct characters | 77 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 541 ? |
|---|---|
| Unique (%) | 56.8% |
Sample
| 1st row | Latto, Jung Kook |
|---|---|
| 2nd row | Myke Towers |
| 3rd row | Olivia Rodrigo |
| 4th row | Taylor Swift |
| 5th row | Bad Bunny |
| Value | Count | Frequency (%) |
| the | 66 | 2.5% |
| bad | 41 | 1.6% |
| bunny | 40 | 1.5% |
| taylor | 38 | 1.5% |
| swift | 38 | 1.5% |
| weeknd | 37 | 1.4% |
| sza | 23 | 0.9% |
| kendrick | 23 | 0.9% |
| lamar | 23 | 0.9% |
| feid | 21 | 0.8% |
| Other values (1042) | 2240 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1639 | 10.6% | |
| a | 1339 | 8.6% |
| e | 1196 | 7.7% |
| i | 868 | 5.6% |
| n | 836 | 5.4% |
| r | 799 | 5.1% |
| o | 730 | 4.7% |
| l | 569 | 3.7% |
| , | 529 | 3.4% |
| t | 438 | 2.8% |
| Other values (67) | 6577 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15520 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1639 | 10.6% | |
| a | 1339 | 8.6% |
| e | 1196 | 7.7% |
| i | 868 | 5.6% |
| n | 836 | 5.4% |
| r | 799 | 5.1% |
| o | 730 | 4.7% |
| l | 569 | 3.7% |
| , | 529 | 3.4% |
| t | 438 | 2.8% |
| Other values (67) | 6577 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15520 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1639 | 10.6% | |
| a | 1339 | 8.6% |
| e | 1196 | 7.7% |
| i | 868 | 5.6% |
| n | 836 | 5.4% |
| r | 799 | 5.1% |
| o | 730 | 4.7% |
| l | 569 | 3.7% |
| , | 529 | 3.4% |
| t | 438 | 2.8% |
| Other values (67) | 6577 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15520 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1639 | 10.6% | |
| a | 1339 | 8.6% |
| e | 1196 | 7.7% |
| i | 868 | 5.6% |
| n | 836 | 5.4% |
| r | 799 | 5.1% |
| o | 730 | 4.7% |
| l | 569 | 3.7% |
| , | 529 | 3.4% |
| t | 438 | 2.8% |
| Other values (67) | 6577 |
artist_count
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5561385 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.89304419 |
|---|---|
| Coefficient of variation (CV) | 0.57388477 |
| Kurtosis | 10.366704 |
| Mean | 1.5561385 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5440322 |
| Sum | 1483 |
| Variance | 0.79752793 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 587 | |
| 2 | 254 | |
| 3 | 85 | 8.9% |
| 4 | 15 | 1.6% |
| 5 | 5 | 0.5% |
| 6 | 3 | 0.3% |
| 8 | 2 | 0.2% |
| 7 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 587 | |
| 2 | 254 | |
| 3 | 85 | 8.9% |
| 4 | 15 | 1.6% |
| 5 | 5 | 0.5% |
| 6 | 3 | 0.3% |
| 7 | 2 | 0.2% |
| 8 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 8 | 2 | 0.2% |
| 7 | 2 | 0.2% |
| 6 | 3 | 0.3% |
| 5 | 5 | 0.5% |
| 4 | 15 | 1.6% |
| 3 | 85 | 8.9% |
| 2 | 254 | |
| 1 | 587 |
released_year
Real number (ℝ)
HIGH CORRELATION
| Distinct | 50 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2018.2382 |
| Minimum | 1930 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 1930 |
|---|---|
| 5-th percentile | 1999 |
| Q1 | 2020 |
| median | 2022 |
| Q3 | 2022 |
| 95-th percentile | 2023 |
| Maximum | 2023 |
| Range | 93 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 11.116218 |
|---|---|
| Coefficient of variation (CV) | 0.0055078821 |
| Kurtosis | 20.513396 |
| Mean | 2018.2382 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -4.2921176 |
| Sum | 1923381 |
| Variance | 123.5703 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2022 | 402 | |
| 2023 | 175 | |
| 2021 | 119 | 12.5% |
| 2020 | 37 | 3.9% |
| 2019 | 36 | 3.8% |
| 2017 | 23 | 2.4% |
| 2016 | 18 | 1.9% |
| 2013 | 13 | 1.4% |
| 2014 | 13 | 1.4% |
| 2015 | 11 | 1.2% |
| Other values (40) | 106 | 11.1% |
| Value | Count | Frequency (%) |
| 1930 | 1 | 0.1% |
| 1942 | 1 | 0.1% |
| 1946 | 1 | 0.1% |
| 1950 | 1 | 0.1% |
| 1952 | 1 | 0.1% |
| 1957 | 2 | |
| 1958 | 3 | |
| 1959 | 2 | |
| 1963 | 3 | |
| 1968 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2023 | 175 | |
| 2022 | 402 | |
| 2021 | 119 | 12.5% |
| 2020 | 37 | 3.9% |
| 2019 | 36 | 3.8% |
| 2018 | 10 | 1.0% |
| 2017 | 23 | 2.4% |
| 2016 | 18 | 1.9% |
| 2015 | 11 | 1.2% |
| 2014 | 13 | 1.4% |
released_month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0335782 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.5664351 |
|---|---|
| Coefficient of variation (CV) | 0.59109786 |
| Kurtosis | -1.1957936 |
| Mean | 6.0335782 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.18475844 |
| Sum | 5750 |
| Variance | 12.71946 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1 | 134 | |
| 5 | 128 | |
| 3 | 86 | |
| 6 | 86 | |
| 11 | 80 | |
| 12 | 75 | |
| 10 | 73 | |
| 4 | 66 | |
| 7 | 62 | |
| 2 | 61 | |
| Other values (2) | 102 |
| Value | Count | Frequency (%) |
| 1 | 134 | |
| 2 | 61 | |
| 3 | 86 | |
| 4 | 66 | |
| 5 | 128 | |
| 6 | 86 | |
| 7 | 62 | |
| 8 | 46 | 4.8% |
| 9 | 56 | |
| 10 | 73 |
| Value | Count | Frequency (%) |
| 12 | 75 | |
| 11 | 80 | |
| 10 | 73 | |
| 9 | 56 | |
| 8 | 46 | 4.8% |
| 7 | 62 | |
| 6 | 86 | |
| 5 | 128 | |
| 4 | 66 | |
| 3 | 86 |
released_day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.930745 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 13 |
| Q3 | 22 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 9.2019493 |
|---|---|
| Coefficient of variation (CV) | 0.66054969 |
| Kurtosis | -1.2344145 |
| Mean | 13.930745 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.16410207 |
| Sum | 13276 |
| Variance | 84.675871 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1 | 95 | 10.0% |
| 21 | 44 | 4.6% |
| 13 | 43 | 4.5% |
| 24 | 40 | 4.2% |
| 7 | 39 | 4.1% |
| 2 | 39 | 4.1% |
| 6 | 39 | 4.1% |
| 4 | 39 | 4.1% |
| 20 | 39 | 4.1% |
| 10 | 37 | 3.9% |
| Other values (21) | 499 |
| Value | Count | Frequency (%) |
| 1 | 95 | |
| 2 | 39 | |
| 3 | 32 | 3.4% |
| 4 | 39 | |
| 5 | 25 | 2.6% |
| 6 | 39 | |
| 7 | 39 | |
| 8 | 25 | 2.6% |
| 9 | 36 | 3.8% |
| 10 | 37 | 3.9% |
| Value | Count | Frequency (%) |
| 31 | 19 | |
| 30 | 22 | |
| 29 | 23 | |
| 28 | 21 | |
| 27 | 21 | |
| 26 | 13 | 1.4% |
| 25 | 28 | |
| 24 | 40 | |
| 23 | 23 | |
| 22 | 33 |
in_spotify_playlists
Real number (ℝ)
HIGH CORRELATION
| Distinct | 879 |
|---|---|
| Distinct (%) | 92.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5200.1249 |
| Minimum | 31 |
|---|---|
| Maximum | 52898 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 268.2 |
| Q1 | 875 |
| median | 2224 |
| Q3 | 5542 |
| 95-th percentile | 22267.4 |
| Maximum | 52898 |
| Range | 52867 |
| Interquartile range (IQR) | 4667 |
Descriptive statistics
| Standard deviation | 7897.609 |
|---|---|
| Coefficient of variation (CV) | 1.5187345 |
| Kurtosis | 9.8761188 |
| Mean | 5200.1249 |
| Median Absolute Deviation (MAD) | 1595 |
| Skewness | 2.9291262 |
| Sum | 4955719 |
| Variance | 62372228 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 356 | 3 | 0.3% |
| 3006 | 3 | 0.3% |
| 1112 | 3 | 0.3% |
| 1473 | 3 | 0.3% |
| 685 | 3 | 0.3% |
| 811 | 3 | 0.3% |
| 86 | 3 | 0.3% |
| 896 | 3 | 0.3% |
| 892 | 3 | 0.3% |
| 1150 | 3 | 0.3% |
| Other values (869) | 923 |
| Value | Count | Frequency (%) |
| 31 | 1 | 0.1% |
| 34 | 1 | 0.1% |
| 58 | 1 | 0.1% |
| 67 | 1 | 0.1% |
| 77 | 1 | 0.1% |
| 86 | 3 | |
| 99 | 1 | 0.1% |
| 105 | 1 | 0.1% |
| 130 | 1 | 0.1% |
| 134 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 52898 | 1 | |
| 51979 | 1 | |
| 50887 | 1 | |
| 49991 | 1 | |
| 44927 | 1 | |
| 43899 | 1 | |
| 43257 | 1 | |
| 42798 | 1 | |
| 41751 | 1 | |
| 41231 | 1 |
in_spotify_charts
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 82 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.009444 |
| Minimum | 0 |
|---|---|
| Maximum | 147 |
| Zeros | 405 |
| Zeros (%) | 42.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 16 |
| 95-th percentile | 50 |
| Maximum | 147 |
| Range | 147 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 19.575992 |
|---|---|
| Coefficient of variation (CV) | 1.6300498 |
| Kurtosis | 8.5075814 |
| Mean | 12.009444 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.5804821 |
| Sum | 11445 |
| Variance | 383.21945 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 405 | |
| 4 | 48 | 5.0% |
| 2 | 42 | 4.4% |
| 6 | 36 | 3.8% |
| 3 | 18 | 1.9% |
| 8 | 17 | 1.8% |
| 5 | 17 | 1.8% |
| 12 | 16 | 1.7% |
| 13 | 16 | 1.7% |
| 1 | 16 | 1.7% |
| Other values (72) | 322 |
| Value | Count | Frequency (%) |
| 0 | 405 | |
| 1 | 16 | 1.7% |
| 2 | 42 | 4.4% |
| 3 | 18 | 1.9% |
| 4 | 48 | 5.0% |
| 5 | 17 | 1.8% |
| 6 | 36 | 3.8% |
| 7 | 12 | 1.3% |
| 8 | 17 | 1.8% |
| 9 | 15 | 1.6% |
| Value | Count | Frequency (%) |
| 147 | 1 | |
| 130 | 1 | |
| 115 | 1 | |
| 113 | 1 | |
| 110 | 1 | |
| 104 | 1 | |
| 101 | 1 | |
| 100 | 1 | |
| 98 | 1 | |
| 91 | 1 |
streams
Text
| Distinct | 949 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 KiB |
Length
| Max length | 102 |
|---|---|
| Median length | 9 |
| Mean length | 9.09234 |
| Min length | 4 |
Characters and Unicode
| Total characters | 8665 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 945 ? |
|---|---|
| Unique (%) | 99.2% |
Sample
| 1st row | 141381703 |
|---|---|
| 2nd row | 133716286 |
| 3rd row | 140003974 |
| 4th row | 800840817 |
| 5th row | 303236322 |
| Value | Count | Frequency (%) |
| 1223481149 | 2 | 0.2% |
| 723894473 | 2 | 0.2% |
| 395591396 | 2 | 0.2% |
| 156338624 | 2 | 0.2% |
| 1047101291 | 1 | 0.1% |
| 303236322 | 1 | 0.1% |
| 170709584 | 1 | 0.1% |
| 86444842 | 1 | 0.1% |
| 141720999 | 1 | 0.1% |
| 218320587 | 1 | 0.1% |
| Other values (939) | 939 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1082 | |
| 3 | 949 | |
| 2 | 879 | |
| 6 | 855 | |
| 4 | 822 | |
| 5 | 819 | |
| 7 | 816 | |
| 9 | 816 | |
| 8 | 786 | |
| 0 | 753 | |
| Other values (31) | 88 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8665 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1082 | |
| 3 | 949 | |
| 2 | 879 | |
| 6 | 855 | |
| 4 | 822 | |
| 5 | 819 | |
| 7 | 816 | |
| 9 | 816 | |
| 8 | 786 | |
| 0 | 753 | |
| Other values (31) | 88 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8665 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1082 | |
| 3 | 949 | |
| 2 | 879 | |
| 6 | 855 | |
| 4 | 822 | |
| 5 | 819 | |
| 7 | 816 | |
| 9 | 816 | |
| 8 | 786 | |
| 0 | 753 | |
| Other values (31) | 88 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8665 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1082 | |
| 3 | 949 | |
| 2 | 879 | |
| 6 | 855 | |
| 4 | 822 | |
| 5 | 819 | |
| 7 | 816 | |
| 9 | 816 | |
| 8 | 786 | |
| 0 | 753 | |
| Other values (31) | 88 | 1.0% |
in_apple_playlists
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 234 |
|---|---|
| Distinct (%) | 24.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.812172 |
| Minimum | 0 |
|---|---|
| Maximum | 672 |
| Zeros | 23 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 13 |
| median | 34 |
| Q3 | 88 |
| 95-th percentile | 241.4 |
| Maximum | 672 |
| Range | 672 |
| Interquartile range (IQR) | 75 |
Descriptive statistics
| Standard deviation | 86.441493 |
|---|---|
| Coefficient of variation (CV) | 1.2747194 |
| Kurtosis | 7.9219753 |
| Mean | 67.812172 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 2.4739875 |
| Sum | 64625 |
| Variance | 7472.1317 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 23 | 2.4% |
| 8 | 22 | 2.3% |
| 16 | 20 | 2.1% |
| 20 | 20 | 2.1% |
| 10 | 20 | 2.1% |
| 4 | 20 | 2.1% |
| 7 | 20 | 2.1% |
| 5 | 19 | 2.0% |
| 3 | 17 | 1.8% |
| 11 | 17 | 1.8% |
| Other values (224) | 755 |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 16 | |
| 2 | 14 | |
| 3 | 17 | |
| 4 | 20 | |
| 5 | 19 | |
| 6 | 16 | |
| 7 | 20 | |
| 8 | 22 | |
| 9 | 12 |
| Value | Count | Frequency (%) |
| 672 | 1 | |
| 537 | 1 | |
| 533 | 1 | |
| 532 | 1 | |
| 492 | 1 | |
| 453 | 1 | |
| 440 | 1 | |
| 437 | 1 | |
| 433 | 1 | |
| 403 | 1 |
in_apple_charts
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 172 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.908709 |
| Minimum | 0 |
|---|---|
| Maximum | 275 |
| Zeros | 100 |
| Zeros (%) | 10.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 38 |
| Q3 | 87 |
| 95-th percentile | 142.4 |
| Maximum | 275 |
| Range | 275 |
| Interquartile range (IQR) | 80 |
Descriptive statistics
| Standard deviation | 50.630241 |
|---|---|
| Coefficient of variation (CV) | 0.97537083 |
| Kurtosis | 0.89052664 |
| Mean | 51.908709 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 1.0352492 |
| Sum | 49469 |
| Variance | 2563.4213 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 100 | 10.5% |
| 1 | 40 | 4.2% |
| 2 | 26 | 2.7% |
| 3 | 24 | 2.5% |
| 6 | 16 | 1.7% |
| 5 | 15 | 1.6% |
| 21 | 14 | 1.5% |
| 10 | 13 | 1.4% |
| 15 | 13 | 1.4% |
| 9 | 13 | 1.4% |
| Other values (162) | 679 |
| Value | Count | Frequency (%) |
| 0 | 100 | |
| 1 | 40 | 4.2% |
| 2 | 26 | 2.7% |
| 3 | 24 | 2.5% |
| 4 | 10 | 1.0% |
| 5 | 15 | 1.6% |
| 6 | 16 | 1.7% |
| 7 | 13 | 1.4% |
| 8 | 10 | 1.0% |
| 9 | 13 | 1.4% |
| Value | Count | Frequency (%) |
| 275 | 1 | |
| 266 | 1 | |
| 263 | 1 | |
| 227 | 1 | |
| 222 | 1 | |
| 215 | 1 | |
| 213 | 1 | |
| 212 | 1 | |
| 210 | 1 | |
| 207 | 2 |
| Distinct | 348 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 2.3179433 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2209 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 219 ? |
|---|---|
| Unique (%) | 23.0% |
Sample
| 1st row | 45 |
|---|---|
| 2nd row | 58 |
| 3rd row | 91 |
| 4th row | 125 |
| 5th row | 87 |
| Value | Count | Frequency (%) |
| 0 | 24 | 2.5% |
| 15 | 23 | 2.4% |
| 13 | 20 | 2.1% |
| 5 | 20 | 2.1% |
| 12 | 18 | 1.9% |
| 2 | 18 | 1.9% |
| 6 | 18 | 1.9% |
| 8 | 18 | 1.9% |
| 3 | 17 | 1.8% |
| 4 | 17 | 1.8% |
| Other values (338) | 760 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 402 | |
| 2 | 267 | |
| 3 | 253 | |
| 5 | 233 | |
| 4 | 206 | |
| 0 | 177 | |
| 6 | 161 | |
| 8 | 157 | 7.1% |
| 7 | 140 | 6.3% |
| 9 | 134 | 6.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2209 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 402 | |
| 2 | 267 | |
| 3 | 253 | |
| 5 | 233 | |
| 4 | 206 | |
| 0 | 177 | |
| 6 | 161 | |
| 8 | 157 | 7.1% |
| 7 | 140 | 6.3% |
| 9 | 134 | 6.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2209 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 402 | |
| 2 | 267 | |
| 3 | 253 | |
| 5 | 233 | |
| 4 | 206 | |
| 0 | 177 | |
| 6 | 161 | |
| 8 | 157 | 7.1% |
| 7 | 140 | 6.3% |
| 9 | 134 | 6.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2209 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 402 | |
| 2 | 267 | |
| 3 | 253 | |
| 5 | 233 | |
| 4 | 206 | |
| 0 | 177 | |
| 6 | 161 | |
| 8 | 157 | 7.1% |
| 7 | 140 | 6.3% |
| 9 | 134 | 6.1% |
in_deezer_charts
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 34 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6663169 |
| Minimum | 0 |
|---|---|
| Maximum | 58 |
| Zeros | 558 |
| Zeros (%) | 58.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 15 |
| Maximum | 58 |
| Range | 58 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 6.0355989 |
|---|---|
| Coefficient of variation (CV) | 2.2636465 |
| Kurtosis | 19.021085 |
| Mean | 2.6663169 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.766095 |
| Sum | 2541 |
| Variance | 36.428455 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 0 | 558 | |
| 1 | 137 | 14.4% |
| 2 | 48 | 5.0% |
| 3 | 31 | 3.3% |
| 6 | 18 | 1.9% |
| 4 | 18 | 1.9% |
| 5 | 18 | 1.9% |
| 9 | 14 | 1.5% |
| 11 | 11 | 1.2% |
| 14 | 11 | 1.2% |
| Other values (24) | 89 | 9.3% |
| Value | Count | Frequency (%) |
| 0 | 558 | |
| 1 | 137 | 14.4% |
| 2 | 48 | 5.0% |
| 3 | 31 | 3.3% |
| 4 | 18 | 1.9% |
| 5 | 18 | 1.9% |
| 6 | 18 | 1.9% |
| 7 | 7 | 0.7% |
| 8 | 8 | 0.8% |
| 9 | 14 | 1.5% |
| Value | Count | Frequency (%) |
| 58 | 1 | 0.1% |
| 46 | 1 | 0.1% |
| 45 | 1 | 0.1% |
| 38 | 2 | |
| 37 | 2 | |
| 31 | 1 | 0.1% |
| 29 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| 26 | 3 | |
| 24 | 3 |
in_shazam_charts
Text
MISSING
| Distinct | 198 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 50 |
| Missing (%) | 5.2% |
| Memory size | 7.6 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 1 |
| Mean length | 1.5548173 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1404 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 114 ? |
|---|---|
| Unique (%) | 12.6% |
Sample
| 1st row | 826 |
|---|---|
| 2nd row | 382 |
| 3rd row | 949 |
| 4th row | 548 |
| 5th row | 425 |
| Value | Count | Frequency (%) |
| 0 | 344 | |
| 1 | 73 | 8.1% |
| 2 | 35 | 3.9% |
| 3 | 21 | 2.3% |
| 4 | 19 | 2.1% |
| 5 | 15 | 1.7% |
| 6 | 12 | 1.3% |
| 10 | 11 | 1.2% |
| 9 | 11 | 1.2% |
| 7 | 10 | 1.1% |
| Other values (188) | 352 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 408 | |
| 1 | 259 | |
| 2 | 152 | 10.8% |
| 3 | 119 | 8.5% |
| 4 | 100 | 7.1% |
| 5 | 87 | 6.2% |
| 6 | 82 | 5.8% |
| 8 | 70 | 5.0% |
| 9 | 60 | 4.3% |
| 7 | 60 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1404 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 408 | |
| 1 | 259 | |
| 2 | 152 | 10.8% |
| 3 | 119 | 8.5% |
| 4 | 100 | 7.1% |
| 5 | 87 | 6.2% |
| 6 | 82 | 5.8% |
| 8 | 70 | 5.0% |
| 9 | 60 | 4.3% |
| 7 | 60 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1404 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 408 | |
| 1 | 259 | |
| 2 | 152 | 10.8% |
| 3 | 119 | 8.5% |
| 4 | 100 | 7.1% |
| 5 | 87 | 6.2% |
| 6 | 82 | 5.8% |
| 8 | 70 | 5.0% |
| 9 | 60 | 4.3% |
| 7 | 60 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1404 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 408 | |
| 1 | 259 | |
| 2 | 152 | 10.8% |
| 3 | 119 | 8.5% |
| 4 | 100 | 7.1% |
| 5 | 87 | 6.2% |
| 6 | 82 | 5.8% |
| 8 | 70 | 5.0% |
| 9 | 60 | 4.3% |
| 7 | 60 | 4.3% |
bpm
Real number (ℝ)
| Distinct | 124 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.5404 |
| Minimum | 65 |
|---|---|
| Maximum | 206 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 81 |
| Q1 | 100 |
| median | 121 |
| Q3 | 140 |
| 95-th percentile | 174 |
| Maximum | 206 |
| Range | 141 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 28.057802 |
|---|---|
| Coefficient of variation (CV) | 0.22896777 |
| Kurtosis | -0.39902742 |
| Mean | 122.5404 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.41324555 |
| Sum | 116781 |
| Variance | 787.24023 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 120 | 39 | 4.1% |
| 130 | 31 | 3.3% |
| 140 | 31 | 3.3% |
| 92 | 25 | 2.6% |
| 110 | 24 | 2.5% |
| 150 | 21 | 2.2% |
| 90 | 21 | 2.2% |
| 122 | 19 | 2.0% |
| 105 | 19 | 2.0% |
| 125 | 18 | 1.9% |
| Other values (114) | 705 |
| Value | Count | Frequency (%) |
| 65 | 2 | 0.2% |
| 67 | 1 | 0.1% |
| 71 | 3 | 0.3% |
| 72 | 3 | 0.3% |
| 73 | 1 | 0.1% |
| 74 | 1 | 0.1% |
| 75 | 1 | 0.1% |
| 76 | 2 | 0.2% |
| 77 | 4 | |
| 78 | 9 |
| Value | Count | Frequency (%) |
| 206 | 2 | |
| 204 | 1 | |
| 202 | 2 | |
| 200 | 1 | |
| 198 | 1 | |
| 196 | 1 | |
| 192 | 1 | |
| 189 | 1 | |
| 188 | 1 | |
| 186 | 2 |
key
Categorical
MISSING
| Distinct | 11 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 95 |
| Missing (%) | 10.0% |
| Memory size | 7.6 KiB |
| C# | |
|---|---|
| G | |
| G# | |
| F | |
| B | |
| Other values (6) |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.4358974 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1232 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | C# |
| 3rd row | F |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| C# | 120 | |
| G | 96 | |
| G# | 91 | |
| F | 89 | |
| B | 81 | |
| D | 81 | |
| A | 75 | |
| F# | 73 | |
| E | 62 | |
| A# | 57 | |
| (Missing) | 95 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| g | 187 | |
| f | 162 | |
| a | 132 | |
| c | 120 | |
| d | 114 | |
| b | 81 | |
| e | 62 | 7.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| # | 374 | |
| G | 187 | |
| F | 162 | |
| A | 132 | 10.7% |
| C | 120 | 9.7% |
| D | 114 | 9.3% |
| B | 81 | 6.6% |
| E | 62 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1232 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| # | 374 | |
| G | 187 | |
| F | 162 | |
| A | 132 | 10.7% |
| C | 120 | 9.7% |
| D | 114 | 9.3% |
| B | 81 | 6.6% |
| E | 62 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1232 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| # | 374 | |
| G | 187 | |
| F | 162 | |
| A | 132 | 10.7% |
| C | 120 | 9.7% |
| D | 114 | 9.3% |
| B | 81 | 6.6% |
| E | 62 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1232 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| # | 374 | |
| G | 187 | |
| F | 162 | |
| A | 132 | 10.7% |
| C | 120 | 9.7% |
| D | 114 | 9.3% |
| B | 81 | 6.6% |
| E | 62 | 5.0% |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 KiB |
| Major | |
|---|---|
| Minor |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 4765 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Major |
|---|---|
| 2nd row | Major |
| 3rd row | Major |
| 4th row | Major |
| 5th row | Minor |
Common Values
| Value | Count | Frequency (%) |
| Major | 550 | |
| Minor | 403 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| major | 550 | |
| minor | 403 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 953 | |
| r | 953 | |
| o | 953 | |
| j | 550 | |
| a | 550 | |
| i | 403 | |
| n | 403 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4765 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| M | 953 | |
| r | 953 | |
| o | 953 | |
| j | 550 | |
| a | 550 | |
| i | 403 | |
| n | 403 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4765 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| M | 953 | |
| r | 953 | |
| o | 953 | |
| j | 550 | |
| a | 550 | |
| i | 403 | |
| n | 403 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4765 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| M | 953 | |
| r | 953 | |
| o | 953 | |
| j | 550 | |
| a | 550 | |
| i | 403 | |
| n | 403 |
danceability_%
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.96957 |
| Minimum | 23 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 40.6 |
| Q1 | 57 |
| median | 69 |
| Q3 | 78 |
| 95-th percentile | 89 |
| Maximum | 96 |
| Range | 73 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 14.63061 |
|---|---|
| Coefficient of variation (CV) | 0.21846654 |
| Kurtosis | -0.33356575 |
| Mean | 66.96957 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.43587813 |
| Sum | 63822 |
| Variance | 214.05475 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 43 | 4.5% |
| 77 | 32 | 3.4% |
| 80 | 31 | 3.3% |
| 56 | 30 | 3.1% |
| 74 | 29 | 3.0% |
| 81 | 28 | 2.9% |
| 73 | 27 | 2.8% |
| 71 | 26 | 2.7% |
| 78 | 26 | 2.7% |
| 65 | 26 | 2.7% |
| Other values (62) | 655 |
| Value | Count | Frequency (%) |
| 23 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 25 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 28 | 2 | 0.2% |
| 29 | 1 | 0.1% |
| 31 | 4 | |
| 32 | 2 | 0.2% |
| 33 | 3 | |
| 34 | 7 |
| Value | Count | Frequency (%) |
| 96 | 1 | 0.1% |
| 95 | 6 | |
| 94 | 1 | 0.1% |
| 93 | 5 | |
| 92 | 10 | |
| 91 | 12 | |
| 90 | 9 | |
| 89 | 7 | |
| 88 | 7 | |
| 87 | 10 |
valence_%
Real number (ℝ)
| Distinct | 94 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.43127 |
| Minimum | 4 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 32 |
| median | 51 |
| Q3 | 70 |
| 95-th percentile | 90 |
| Maximum | 97 |
| Range | 93 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 23.480632 |
|---|---|
| Coefficient of variation (CV) | 0.45654389 |
| Kurtosis | -0.93933627 |
| Mean | 51.43127 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 0.0082235369 |
| Sum | 49014 |
| Variance | 551.34007 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24 | 21 | 2.2% |
| 40 | 20 | 2.1% |
| 59 | 18 | 1.9% |
| 55 | 18 | 1.9% |
| 53 | 18 | 1.9% |
| 61 | 17 | 1.8% |
| 49 | 16 | 1.7% |
| 22 | 16 | 1.7% |
| 42 | 15 | 1.6% |
| 50 | 15 | 1.6% |
| Other values (84) | 779 |
| Value | Count | Frequency (%) |
| 4 | 5 | |
| 5 | 2 | 0.2% |
| 6 | 3 | |
| 7 | 5 | |
| 8 | 4 | |
| 9 | 2 | 0.2% |
| 10 | 6 | |
| 11 | 6 | |
| 12 | 6 | |
| 13 | 5 |
| Value | Count | Frequency (%) |
| 97 | 5 | 0.5% |
| 96 | 13 | |
| 95 | 1 | 0.1% |
| 94 | 4 | 0.4% |
| 93 | 4 | 0.4% |
| 92 | 9 | |
| 91 | 7 | |
| 90 | 10 | |
| 89 | 6 | |
| 88 | 9 |
energy_%
Real number (ℝ)
| Distinct | 80 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.279119 |
| Minimum | 9 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 34.6 |
| Q1 | 53 |
| median | 66 |
| Q3 | 77 |
| 95-th percentile | 89 |
| Maximum | 97 |
| Range | 88 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 16.550526 |
|---|---|
| Coefficient of variation (CV) | 0.25747904 |
| Kurtosis | -0.25998229 |
| Mean | 64.279119 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.44639922 |
| Sum | 61258 |
| Variance | 273.91991 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 74 | 29 | 3.0% |
| 62 | 28 | 2.9% |
| 76 | 27 | 2.8% |
| 66 | 25 | 2.6% |
| 73 | 23 | 2.4% |
| 68 | 23 | 2.4% |
| 60 | 23 | 2.4% |
| 80 | 22 | 2.3% |
| 67 | 22 | 2.3% |
| 79 | 22 | 2.3% |
| Other values (70) | 709 |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 15 | 1 | 0.1% |
| 16 | 1 | 0.1% |
| 20 | 4 | |
| 23 | 1 | 0.1% |
| 24 | 4 | |
| 25 | 3 | |
| 26 | 2 | |
| 27 | 3 |
| Value | Count | Frequency (%) |
| 97 | 2 | 0.2% |
| 96 | 2 | 0.2% |
| 95 | 1 | 0.1% |
| 94 | 6 | |
| 93 | 3 | 0.3% |
| 92 | 4 | 0.4% |
| 91 | 9 | |
| 90 | 12 | |
| 89 | 14 | |
| 88 | 12 |
acousticness_%
Real number (ℝ)
ZEROS
| Distinct | 98 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.057712 |
| Minimum | 0 |
|---|---|
| Maximum | 97 |
| Zeros | 60 |
| Zeros (%) | 6.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 18 |
| Q3 | 43 |
| 95-th percentile | 81.4 |
| Maximum | 97 |
| Range | 97 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 25.996077 |
|---|---|
| Coefficient of variation (CV) | 0.96076405 |
| Kurtosis | -0.19208351 |
| Mean | 27.057712 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.9524617 |
| Sum | 25786 |
| Variance | 675.79604 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 60 | 6.3% |
| 1 | 48 | 5.0% |
| 4 | 35 | 3.7% |
| 2 | 33 | 3.5% |
| 3 | 30 | 3.1% |
| 5 | 30 | 3.1% |
| 9 | 29 | 3.0% |
| 6 | 29 | 3.0% |
| 11 | 24 | 2.5% |
| 7 | 22 | 2.3% |
| Other values (88) | 613 |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 1 | 48 | |
| 2 | 33 | |
| 3 | 30 | |
| 4 | 35 | |
| 5 | 30 | |
| 6 | 29 | |
| 7 | 22 | 2.3% |
| 8 | 17 | 1.8% |
| 9 | 29 |
| Value | Count | Frequency (%) |
| 97 | 2 | 0.2% |
| 96 | 1 | 0.1% |
| 95 | 1 | 0.1% |
| 94 | 2 | 0.2% |
| 93 | 2 | 0.2% |
| 92 | 3 | |
| 91 | 5 | |
| 90 | 3 | |
| 89 | 2 | 0.2% |
| 88 | 2 | 0.2% |
instrumentalness_%
Real number (ℝ)
ZEROS
| Distinct | 39 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5813221 |
| Minimum | 0 |
|---|---|
| Maximum | 91 |
| Zeros | 866 |
| Zeros (%) | 90.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 91 |
| Range | 91 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.4097999 |
|---|---|
| Coefficient of variation (CV) | 5.3182079 |
| Kurtosis | 56.635596 |
| Mean | 1.5813221 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.1242172 |
| Sum | 1507 |
| Variance | 70.724735 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 1 | 21 | 2.2% |
| 2 | 7 | 0.7% |
| 4 | 5 | 0.5% |
| 3 | 4 | 0.4% |
| 5 | 4 | 0.4% |
| 18 | 3 | 0.3% |
| 6 | 3 | 0.3% |
| 9 | 3 | 0.3% |
| 63 | 3 | 0.3% |
| Other values (29) | 34 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 1 | 21 | 2.2% |
| 2 | 7 | 0.7% |
| 3 | 4 | 0.4% |
| 4 | 5 | 0.5% |
| 5 | 4 | 0.4% |
| 6 | 3 | 0.3% |
| 8 | 2 | 0.2% |
| 9 | 3 | 0.3% |
| 10 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 91 | 1 | 0.1% |
| 90 | 1 | 0.1% |
| 83 | 1 | 0.1% |
| 72 | 1 | 0.1% |
| 63 | 3 | |
| 61 | 1 | 0.1% |
| 51 | 2 | |
| 47 | 1 | 0.1% |
| 46 | 1 | 0.1% |
| 44 | 1 | 0.1% |
liveness_%
Real number (ℝ)
| Distinct | 68 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.213012 |
| Minimum | 3 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 12 |
| Q3 | 24 |
| 95-th percentile | 44.4 |
| Maximum | 97 |
| Range | 94 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 13.711223 |
|---|---|
| Coefficient of variation (CV) | 0.75282571 |
| Kurtosis | 5.7143954 |
| Mean | 18.213012 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.10428 |
| Sum | 17357 |
| Variance | 187.99765 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11 | 102 | 10.7% |
| 9 | 93 | 9.8% |
| 10 | 78 | 8.2% |
| 12 | 72 | 7.6% |
| 8 | 54 | 5.7% |
| 13 | 47 | 4.9% |
| 7 | 38 | 4.0% |
| 15 | 36 | 3.8% |
| 14 | 29 | 3.0% |
| 6 | 26 | 2.7% |
| Other values (58) | 378 |
| Value | Count | Frequency (%) |
| 3 | 4 | 0.4% |
| 4 | 5 | 0.5% |
| 5 | 16 | 1.7% |
| 6 | 26 | 2.7% |
| 7 | 38 | 4.0% |
| 8 | 54 | |
| 9 | 93 | |
| 10 | 78 | |
| 11 | 102 | |
| 12 | 72 |
| Value | Count | Frequency (%) |
| 97 | 1 | |
| 92 | 1 | |
| 91 | 1 | |
| 90 | 1 | |
| 83 | 1 | |
| 80 | 2 | |
| 77 | 1 | |
| 72 | 2 | |
| 67 | 1 | |
| 66 | 2 |
speechiness_%
Real number (ℝ)
| Distinct | 48 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.131165 |
| Minimum | 2 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 6 |
| Q3 | 11 |
| 95-th percentile | 33 |
| Maximum | 64 |
| Range | 62 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 9.9128876 |
|---|---|
| Coefficient of variation (CV) | 0.97845488 |
| Kurtosis | 3.3744263 |
| Mean | 10.131165 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.9346683 |
| Sum | 9655 |
| Variance | 98.265341 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 4 | 175 | |
| 3 | 152 | |
| 5 | 130 | |
| 6 | 76 | 8.0% |
| 8 | 52 | 5.5% |
| 7 | 49 | 5.1% |
| 9 | 37 | 3.9% |
| 10 | 24 | 2.5% |
| 11 | 22 | 2.3% |
| 12 | 16 | 1.7% |
| Other values (38) | 220 |
| Value | Count | Frequency (%) |
| 2 | 3 | 0.3% |
| 3 | 152 | |
| 4 | 175 | |
| 5 | 130 | |
| 6 | 76 | |
| 7 | 49 | 5.1% |
| 8 | 52 | 5.5% |
| 9 | 37 | 3.9% |
| 10 | 24 | 2.5% |
| 11 | 22 | 2.3% |
| Value | Count | Frequency (%) |
| 64 | 1 | 0.1% |
| 59 | 1 | 0.1% |
| 49 | 1 | 0.1% |
| 46 | 3 | |
| 45 | 2 | |
| 44 | 2 | |
| 43 | 1 | 0.1% |
| 42 | 1 | 0.1% |
| 41 | 1 | 0.1% |
| 40 | 4 |
| acousticness_% | artist_count | bpm | danceability_% | energy_% | in_apple_charts | in_apple_playlists | in_deezer_charts | in_spotify_charts | in_spotify_playlists | instrumentalness_% | key | liveness_% | mode | released_day | released_month | released_year | speechiness_% | valence_% | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness_% | 1.000 | -0.063 | -0.034 | -0.147 | -0.475 | -0.081 | -0.129 | -0.024 | -0.059 | -0.087 | 0.049 | 0.038 | -0.028 | 0.077 | 0.009 | 0.042 | 0.014 | -0.048 | -0.019 |
| artist_count | -0.063 | 1.000 | -0.049 | 0.248 | 0.153 | -0.066 | -0.021 | 0.062 | 0.010 | -0.112 | -0.075 | 0.000 | 0.038 | 0.064 | -0.001 | 0.033 | 0.195 | 0.177 | 0.129 |
| bpm | -0.034 | -0.049 | 1.000 | -0.124 | 0.028 | 0.039 | 0.018 | 0.037 | 0.056 | 0.000 | -0.040 | 0.031 | 0.000 | 0.000 | -0.037 | -0.031 | 0.033 | 0.044 | 0.042 |
| danceability_% | -0.147 | 0.248 | -0.124 | 1.000 | 0.148 | -0.018 | 0.001 | 0.108 | 0.037 | -0.107 | -0.074 | 0.064 | -0.093 | 0.118 | 0.054 | -0.036 | 0.197 | 0.283 | 0.400 |
| energy_% | -0.475 | 0.153 | 0.028 | 0.148 | 1.000 | 0.108 | 0.059 | 0.137 | 0.101 | -0.026 | -0.054 | 0.015 | 0.046 | 0.091 | 0.054 | -0.071 | 0.081 | 0.090 | 0.353 |
| in_apple_charts | -0.081 | -0.066 | 0.039 | -0.018 | 0.108 | 1.000 | 0.447 | 0.410 | 0.521 | 0.262 | -0.043 | 0.019 | -0.007 | 0.000 | -0.013 | -0.009 | -0.022 | -0.119 | 0.037 |
| in_apple_playlists | -0.129 | -0.021 | 0.018 | 0.001 | 0.059 | 0.447 | 1.000 | 0.345 | 0.205 | 0.781 | -0.044 | 0.000 | -0.030 | 0.017 | 0.020 | -0.039 | -0.406 | -0.077 | 0.020 |
| in_deezer_charts | -0.024 | 0.062 | 0.037 | 0.108 | 0.137 | 0.410 | 0.345 | 1.000 | 0.589 | 0.210 | -0.033 | 0.051 | 0.020 | 0.024 | 0.058 | -0.017 | 0.155 | -0.030 | 0.126 |
| in_spotify_charts | -0.059 | 0.010 | 0.056 | 0.037 | 0.101 | 0.521 | 0.205 | 0.589 | 1.000 | 0.128 | -0.032 | 0.000 | -0.040 | 0.044 | 0.025 | -0.031 | 0.146 | -0.088 | 0.047 |
| in_spotify_playlists | -0.087 | -0.112 | 0.000 | -0.107 | -0.026 | 0.262 | 0.781 | 0.210 | 0.128 | 1.000 | 0.048 | 0.000 | -0.040 | 0.000 | -0.037 | -0.041 | -0.660 | -0.062 | -0.077 |
| instrumentalness_% | 0.049 | -0.075 | -0.040 | -0.074 | -0.054 | -0.043 | -0.044 | -0.033 | -0.032 | 0.048 | 1.000 | 0.026 | -0.033 | 0.000 | -0.011 | 0.058 | -0.051 | -0.125 | -0.139 |
| key | 0.038 | 0.000 | 0.031 | 0.064 | 0.015 | 0.019 | 0.000 | 0.051 | 0.000 | 0.000 | 0.026 | 1.000 | 0.000 | 0.277 | 0.045 | 0.000 | 0.000 | 0.025 | 0.073 |
| liveness_% | -0.028 | 0.038 | 0.000 | -0.093 | 0.046 | -0.007 | -0.030 | 0.020 | -0.040 | -0.040 | -0.033 | 0.000 | 1.000 | 0.000 | 0.005 | -0.014 | 0.083 | -0.021 | -0.015 |
| mode | 0.077 | 0.064 | 0.000 | 0.118 | 0.091 | 0.000 | 0.017 | 0.024 | 0.044 | 0.000 | 0.000 | 0.277 | 0.000 | 1.000 | 0.085 | 0.044 | 0.065 | 0.031 | 0.000 |
| released_day | 0.009 | -0.001 | -0.037 | 0.054 | 0.054 | -0.013 | 0.020 | 0.058 | 0.025 | -0.037 | -0.011 | 0.045 | 0.005 | 0.085 | 1.000 | 0.104 | 0.108 | 0.032 | 0.042 |
| released_month | 0.042 | 0.033 | -0.031 | -0.036 | -0.071 | -0.009 | -0.039 | -0.017 | -0.031 | -0.041 | 0.058 | 0.000 | -0.014 | 0.044 | 0.104 | 1.000 | -0.124 | 0.068 | -0.117 |
| released_year | 0.014 | 0.195 | 0.033 | 0.197 | 0.081 | -0.022 | -0.406 | 0.155 | 0.146 | -0.660 | -0.051 | 0.000 | 0.083 | 0.065 | 0.108 | -0.124 | 1.000 | 0.122 | 0.072 |
| speechiness_% | -0.048 | 0.177 | 0.044 | 0.283 | 0.090 | -0.119 | -0.077 | -0.030 | -0.088 | -0.062 | -0.125 | 0.025 | -0.021 | 0.031 | 0.032 | 0.068 | 0.122 | 1.000 | 0.111 |
| valence_% | -0.019 | 0.129 | 0.042 | 0.400 | 0.353 | 0.037 | 0.020 | 0.126 | 0.047 | -0.077 | -0.139 | 0.073 | -0.015 | 0.000 | 0.042 | -0.117 | 0.072 | 0.111 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| track_name | artist(s)_name | artist_count | released_year | released_month | released_day | in_spotify_playlists | in_spotify_charts | streams | in_apple_playlists | in_apple_charts | in_deezer_playlists | in_deezer_charts | in_shazam_charts | bpm | key | mode | danceability_% | valence_% | energy_% | acousticness_% | instrumentalness_% | liveness_% | speechiness_% | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Seven (feat. Latto) (Explicit Ver.) | Latto, Jung Kook | 2 | 2023 | 7 | 14 | 553 | 147 | 141381703 | 43 | 263 | 45 | 10 | 826 | 125 | B | Major | 80 | 89 | 83 | 31 | 0 | 8 | 4 |
| 1 | LALA | Myke Towers | 1 | 2023 | 3 | 23 | 1474 | 48 | 133716286 | 48 | 126 | 58 | 14 | 382 | 92 | C# | Major | 71 | 61 | 74 | 7 | 0 | 10 | 4 |
| 2 | vampire | Olivia Rodrigo | 1 | 2023 | 6 | 30 | 1397 | 113 | 140003974 | 94 | 207 | 91 | 14 | 949 | 138 | F | Major | 51 | 32 | 53 | 17 | 0 | 31 | 6 |
| 3 | Cruel Summer | Taylor Swift | 1 | 2019 | 8 | 23 | 7858 | 100 | 800840817 | 116 | 207 | 125 | 12 | 548 | 170 | A | Major | 55 | 58 | 72 | 11 | 0 | 11 | 15 |
| 4 | WHERE SHE GOES | Bad Bunny | 1 | 2023 | 5 | 18 | 3133 | 50 | 303236322 | 84 | 133 | 87 | 15 | 425 | 144 | A | Minor | 65 | 23 | 80 | 14 | 63 | 11 | 6 |
| 5 | Sprinter | Dave, Central Cee | 2 | 2023 | 6 | 1 | 2186 | 91 | 183706234 | 67 | 213 | 88 | 17 | 946 | 141 | C# | Major | 92 | 66 | 58 | 19 | 0 | 8 | 24 |
| 6 | Ella Baila Sola | Eslabon Armado, Peso Pluma | 2 | 2023 | 3 | 16 | 3090 | 50 | 725980112 | 34 | 222 | 43 | 13 | 418 | 148 | F | Minor | 67 | 83 | 76 | 48 | 0 | 8 | 3 |
| 7 | Columbia | Quevedo | 1 | 2023 | 7 | 7 | 714 | 43 | 58149378 | 25 | 89 | 30 | 13 | 194 | 100 | F | Major | 67 | 26 | 71 | 37 | 0 | 11 | 4 |
| 8 | fukumean | Gunna | 1 | 2023 | 5 | 15 | 1096 | 83 | 95217315 | 60 | 210 | 48 | 11 | 953 | 130 | C# | Minor | 85 | 22 | 62 | 12 | 0 | 28 | 9 |
| 9 | La Bebe - Remix | Peso Pluma, Yng Lvcas | 2 | 2023 | 3 | 17 | 2953 | 44 | 553634067 | 49 | 110 | 66 | 13 | 339 | 170 | D | Minor | 81 | 56 | 48 | 21 | 0 | 8 | 33 |
| track_name | artist(s)_name | artist_count | released_year | released_month | released_day | in_spotify_playlists | in_spotify_charts | streams | in_apple_playlists | in_apple_charts | in_deezer_playlists | in_deezer_charts | in_shazam_charts | bpm | key | mode | danceability_% | valence_% | energy_% | acousticness_% | instrumentalness_% | liveness_% | speechiness_% | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 943 | Privileged Rappers | Drake, 21 Savage | 2 | 2022 | 11 | 4 | 1007 | 0 | 112436403 | 6 | 5 | 3 | 0 | 0 | 144 | F | Major | 93 | 62 | 61 | 0 | 0 | 12 | 20 |
| 944 | The Astronaut | Jin | 1 | 2022 | 10 | 28 | 481 | 9 | 203436468 | 10 | 100 | 15 | 1 | 27 | 125 | F | Major | 54 | 22 | 76 | 0 | 0 | 14 | 3 |
| 945 | BackOutsideBoyz | Drake | 1 | 2022 | 11 | 4 | 1045 | 0 | 93367537 | 8 | 5 | 2 | 0 | 0 | 142 | F | Minor | 85 | 40 | 43 | 4 | 0 | 39 | 32 |
| 946 | Broke Boys | Drake, 21 Savage | 2 | 2022 | 11 | 4 | 1060 | 0 | 106249219 | 3 | 8 | 5 | 0 | 0 | 120 | D | Major | 64 | 11 | 53 | 1 | 0 | 25 | 27 |
| 947 | The Great War | Taylor Swift | 1 | 2022 | 10 | 21 | 1274 | 0 | 181382590 | 1 | 6 | 11 | 0 | 0 | 96 | F | Major | 57 | 55 | 74 | 22 | 0 | 8 | 4 |
| 948 | My Mind & Me | Selena Gomez | 1 | 2022 | 11 | 3 | 953 | 0 | 91473363 | 61 | 13 | 37 | 1 | 0 | 144 | A | Major | 60 | 24 | 39 | 57 | 0 | 8 | 3 |
| 949 | Bigger Than The Whole Sky | Taylor Swift | 1 | 2022 | 10 | 21 | 1180 | 0 | 121871870 | 4 | 0 | 8 | 0 | 0 | 166 | F# | Major | 42 | 7 | 24 | 83 | 1 | 12 | 6 |
| 950 | A Veces (feat. Feid) | Feid, Paulo Londra | 2 | 2022 | 11 | 3 | 573 | 0 | 73513683 | 2 | 0 | 7 | 0 | 0 | 92 | C# | Major | 80 | 81 | 67 | 4 | 0 | 8 | 6 |
| 951 | En La De Ella | Feid, Sech, Jhayco | 3 | 2022 | 10 | 20 | 1320 | 0 | 133895612 | 29 | 26 | 17 | 0 | 0 | 97 | C# | Major | 82 | 67 | 77 | 8 | 0 | 12 | 5 |
| 952 | Alone | Burna Boy | 1 | 2022 | 11 | 4 | 782 | 2 | 96007391 | 27 | 18 | 32 | 1 | 0 | 90 | E | Minor | 61 | 32 | 67 | 15 | 0 | 11 | 5 |